Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9715007 | 0.8322511 | 0.6849355 |
| bt | 0.9314574 | 0.7431457 | -0.2509112 |
| maxnet | 0.9391134 | 0.8116883 | NA |
| gam | 0.9090909 | 0.6634199 | 0.3747058 |
| glm | 0.9233205 | 0.7759740 | 0.3613689 |